The worlds of Analytics , BI , Data Science , AI and Machine learning are rapidly converging ; at CompTechCo , its in our core ideology that Analytics should never be a destination, it should rather be a continuum and ongoing journey that transforms data into valuable and actionable insight, transitioning smoothly from Descriptive Analytics on collected data sets , to next generation Predictive and Prescriptive Analytics powered by AI and Machine learning
Data is obviously the lifeblood of Analytics, and should be properly sourced , cleansed and blended before its fed to the Analytics continuum. As we know , for Digital Transformation to become successful, it needs to clearly align three pillars : Data , Process and People . From an Analytics perspective, many Digital Transformation Projects have failed, before they have not properly addressed the ‘People’ dimension
The traditional way was spending on hiring expensive and scarce Data Scientists, centralizing everything in IT through the traditional Data warehouse and BI concept, this model doesn’t work anymore as it created bottlenecks on IT, where it’s the department managers and overall business users who are the domain expertise pertaining to their data, they are the closest to their data and know it the most.
Enter Analytical Process Automation (APA), the new movement coined by our technological partner Alteryx (www.alteryx.com) , the ultimate objective of APA is to upskill almost anyone to become a part of an organization’s engine for analyzing and acting on data. APA addresses the end to end analytics lifecycle, from automating the collection and sourcing of all types of data sets (structured, unstructured, internal and external sources) , to all the building blocks that are required for data preparation, data blending, data cleansing, AutoML, predictive , geospatial and prescriptive analytics, and finally to the publication on multiple end points simultaneously , whether it’s the organization’s BI and Visualization tools, CRM, RPA or simply consistent PDF and Excel reporting
At CompTechCo, we are enthusiastic in expediting your organization’s roadmap to become more data driven, and fostering a sustainable Analytical Culture, through a combination of best of breed solutions for Data preparation, blending, cleansing and Analytical models (Alteryx), with a next generation data visualization layer that combines human intuition with AI driven Augmented Analytics (Qlik Sense).
